Data Augmentation

HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity SemEval 2022 Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022 How Tempering Fixes Data Augmentation in Bayesian Neural Networks ICML 2022 Human-Aided Saliency Maps Improve Generalization of Deep Learning WACV 2022 HW-TSC’s Submissions to the WMT 2022 General Machine Translation Shared Task EMNLP 2022 Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NeurIPS 2022 I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques SemEval 2022 Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations ACL 2022 IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning ACL 2022 Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification AAAI 2022 Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation Interspeech 2022 Improved Data Augmentation for Translation Suggestion EMNLP 2022 Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation EMNLP 2022 Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ACL 2022 Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation NAACL 2022 Improving Code-switched ASR with Linguistic Information COLING 2022 Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022 Improving Data Driven Inverse Text Normalization using Data Augmentation and Machine Translation Interspeech 2022 Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing Interspeech 2022 Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ACL 2022 Improving Model Generalization by Agreement of Learned Representations From Data Augmentation WACV 2022 Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022 Improving Recognition of Out-of-vocabulary Words in E2E Code-switching ASR by Fusing Speech Generation Methods Interspeech 2022 Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022 Information Augmentation for Few-shot Node Classification IJCAI 2022